Santiago Miret
15 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Academic Marathon (6)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(58)
β‘
Prolific Year
(6)
π
Century Club
(15)
π
Trend Setter
β
The Questioner
Conferences
ICLR (5)
ICML (5)
EMNLP (3)
ACL (1)
JMLR (1)
Top co-authors
Research topics
Keywords
materials science
(3)
domain adaptation
(2)
language model
(2)
large language model
(2)
evolutionary algorithm
(2)
graph neural network
(2)
policy optimization
(1)
sample efficiency
(1)
representation learning
(1)
named entity recognition
(1)
multimodal learning
(1)
multi-modal learning
(1)
multitask learning
(1)
knowledge base
(1)
question answering
(1)
zero-shot learning
(1)
generative model
(1)
text classification
(1)
tool use
(1)
multi-objective optimization
(1)
Papers
MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
ICLR 2025
Stiefel Flow Matching for Moment-Constrained Structure Elucidation
ICLR 2025
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
ICLR 2025
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design
JMLR 2024
HoneyComb: A Flexible LLM-Based Agent System for Materials Science
EMNLP 2024
Searching for High-Value Molecules Using Reinforcement Learning and Transformers
ICLR 2024
Multi-Objective GFlowNets
ICML 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model
EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science
EMNLP 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling
ACL 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
ICML 2023
FAENet: Frame Averaging Equivariant GNN for Materials Modeling
ICML 2023
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
ICLR 2021
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination
ICML 2020
Collaborative Evolutionary Reinforcement Learning
ICML 2019